Aggregated and atomic
scores per method
#>
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#>
#> filter, lag
#> The following objects are masked from 'package:base':
#>
#> intersect, setdiff, setequal, union
#> # A tibble: 1 × 2
#> late_integration GlobalScore
#> <chr> <dbl>
#> 1 limean 0.566
Early
integration_table
#> # A tibble: 2 × 2
#> early_integration GlobalScore
#> <chr> <dbl>
#> 1 OnlyMet 0.578
#> 2 OnlyRna 0.518
Visualisations of the
different metrics
MAE
PP
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FS
#> Warning: Removed 1024 rows containing non-finite outside the scale range
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#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
DE
#> Warning: Removed 1024 rows containing non-finite outside the scale range
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#> Warning: Removed 1024 rows containing non-finite outside the scale range
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LI
#> Warning: Removed 1024 rows containing non-finite outside the scale range
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RMSE
PP
#> Warning: Removed 1024 rows containing non-finite outside the scale range
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#> Warning: Removed 1024 rows containing non-finite outside the scale range
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FS
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
DE
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
LI
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
Spearman correlation
(row)
Aitchison
distance
PP
#> Warning: Removed 1024 rows containing non-finite outside the scale range
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#> Warning: Removed 1024 rows containing non-finite outside the scale range
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FS
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
DE
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
LI
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).